CDIL-RSI: A Sovereignty-Preserving Framework for Recursive Self-Improvement via Capability-Reconfigured Cyclic Distinction-Integration Learning

This preprint specifies CDIL-RSI, a reconfiguration of the Cyclic Distinction-Integration Learning (CDIL) architecture that redirects its recursive coherence-optimization machinery toward capability improvement. CDIL-RSI preserves the sovereignty firewall absent from all current corporate recursive self-improvement implementations, enabling individual and small-group operators to own their recursive improvement loops. The paper introduces federated RSI as a novel architectural concept. Extends prior work on CDIL Unified Framework v3 and Control-Theoretic Foundations for CDIL Dual-Mode Architectures.